MELBOURNE, Australia—Australia’s biggest banks are toughening lending criteria for home loans to foreigners.

Commonwealth Bank of Australia Ltd., the country’s biggest bank by market value and the largest mortgage-lender, as of Monday tightened requirements for some foreigners with applications involving self-employment and temporary visas. That echoed a move last month by Australia & New Zealand Banking Group Ltd.